{"id":"W4386984991","doi":"10.1016/j.preghy.2023.07.076","title":"PO6_19. The diagnostic accuracy of American college of cardiology/American heart association blood pressure categories for identification of women and babies at risk of adverse pregnancy outcomes – a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Identification (biology); Pregnancy; Blood pressure; Intensive care medicine; Internal medicine; Cardiology; Obstetrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001536762,0.0005285481,0.01481655,0.000323744,0.0001334447,0.000003117572,0.0002295551,0.0001678835,0.000003148675],"category_scores_gemma":[0.0160633,0.0002983878,0.002148716,0.001201547,0.0005799728,0.00008512282,0.0002530587,0.0001991007,6.290387e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005786919,"about_ca_system_score_gemma":0.0001188072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000161441,"about_ca_topic_score_gemma":0.00004482545,"domain_scores_codex":[0.9947875,0.001320978,0.002483669,0.0005776932,0.0004956422,0.0003345174],"domain_scores_gemma":[0.9804741,0.01140354,0.006198754,0.001088824,0.0007596833,0.00007507426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001712034,0.00008046046,0.01357271,0.7619705,0.223088,0.000003399879,0.000558432,0.000003254483,0.000005865566,0.00003435947,0.0000460906,0.0006198246],"study_design_scores_gemma":[0.0003803139,0.0003033952,0.009804181,0.1116754,0.8768713,0.00002061506,0.000375688,0.000007259353,0.00002007416,0.00006236022,0.0002549826,0.0002244942],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001068462,0.9881955,0.00001663467,0.0001683361,0.00003954691,0.007318812,0.003163188,0.00002497871,0.000004526275],"genre_scores_gemma":[0.06323825,0.9341974,0.00009871513,0.00001984928,0.000006716758,0.001994397,0.00008137314,0.00004426568,0.0003190189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6537832,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880235606479703,"score_gpt":0.3239186932142311,"score_spread":0.2651163371494341,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}